Research Article
The Political Connections and Commercial Credit Financing of Privately Held Companies
Table 4
Modifications of market factors and corporate transparency.
| | Model (2) | Model (2_1) | Model (2_2) | Model (3_1) | Model (3_2) |
| Constant term | −0.030 | 0.057 | 0.109 | 0.025 | 0.011 | (0.437) | (0.468) | (0.469) | (0.437) | (0.437) | Political affiliation | −0.006 | −0.006 | −0.006 | −0.006 | −0.006 | (0.002) | (0.002) | (0.002) | (0.002) | (0.002) | Enterprise age | 0.091 | 0.090 | 0.096 | 0.095 | 0.096 | (0.041) | (0.041) | (0.041) | (0.041) | (0.041) | Enterprise size | −0.042 | −0.042 | −0.042 | −0.047 | −0.047 | (0.013) | (0.013) | (0.013) | (0.013) | (0.013) | Corporate leverage | 0.106 | 0.106 | 0.107 | 0.106 | 0.107 | (0.024) | (0.024) | (0.024) | (0.024) | (0.024) | Fixed assets | −0.022 | −0.022 | −0.023 | −0.020 | −0.022 | (0.025) | (0.025) | (0.025) | (0.025) | (0.025) | Capital intensity | 0.098 | 0.098 | 0.098 | 0.103 | 0.103 | (0.014) | (0.014) | (0.014) | (0.014) | (0.014) | Corporate performance | −0.102 | −0.102 | −0.102 | −0.117 | −0.116 | (0.025) | (0.025) | (0.025) | (0.026) | (0.026) | Equity concentration | −0.081 | −0.082 | −0.079 | −0.075 | −0.075 | (0.044) | (0.044) | (0.044) | (0.044) | (0.044) | CEO two in one | −0.011 | −0.011 | −0.011 | −0.011 | −0.011 | (0.005) | (0.005) | (0.005) | (0.005) | (0.005) | Business linkages | 0.018 | 0.018 | 0.018 | 0.018 | 0.018 | (0.010) | (0.010) | (0.010) | (0.010) | (0.010) | Insolvency distance | 0.001 | 0.001 | 0.001 | 0.001 | 0.001 | (0.005) | (0.005) | (0.005) | (0.005) | (0.005) | Regional GNP | 0.070 | 0.062 | 0.053 | 0.068 | 0.070 | (0.090) | (0.091) | (0.091) | (0.090) | (0.090) | Process of marketization | | −0.044 | −0.041 | | | | (0.073) | (0.073) | | | Market competition | | −0.017 | −0.047 | | | | (0.128) | (0.129) | | | Political affiliation× | | | 0.041 | | | Process of marketization | | | (0.021) | | | Political affiliation× | | | 0.063 | | | Market competition | | | (0.036) | | | Enterprise transparency | | | | −0.0 hy 25 | −0.023 | | | | (0.026) | (0.026) | Political affiliation× | | | | | 0.026 | Enterprise transparency | | | | | (0.012) | N | 3,937 | 3,937 | 3,937 | 3,937 | 3,937 | R2 | 0.219 | 0.229 | 0.231 | 0.220 | 0.223 | F | 16.610 | 15.386 | 14.575 | 16.160 | 15.633 |
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Note: , , and represent significant levels of 10%, 5%, and 1%, respectively (double-tailed test). |